{ "model_type": "zonos3", "backbone": { "n_layers": 11, "max_seqlen": 32768, "dim": 1024, "head_dim": 32, "n_heads": 16, "n_kv_heads": 4, "ffn_hidden": 2048, "n_experts": 64, "moe_topk": 2, "n_codebooks": 10, "codebook_size": 4096, "audio_vocab": 4098, "eoa_id": 4096, "audio_pad_id": 4097, "span_end_id": null, "text_vocab": 8196, "text_extra_tokens": 0, "gdn_heads": 4, "gdn_head_dim": 128, "gdn_kernel": 4, "speaker_embedding_dim": 192, "condition_count": 3, "condition_bucket_counts": [ 10, 10, 30 ], "condition_names": [ "loudness", "fmax", "speaking_rate" ], "condition_units": { "loudness": "LUFS", "fmax": "Hz", "speaking_rate": "utf-8 bytes per second" }, "condition_edges": { "loudness": [ -29.777999877929688, -26.94700050354004, -25.047000885009766, -23.299999237060547, -21.743000030517578, -20.38599967956543, -19.18600082397461, -17.85099983215332, -15.967000007629395 ], "fmax": [ 8437.5, 10242.2001953125, 11507.7998046875, 13359.400390625, 15164.099609375, 15585.900390625, 15750.0, 17765.599609375, 19945.30078125 ], "speaking_rate": [ 6.546000003814697, 8.182000160217285, 9.27299976348877, 10.3100004196167, 11.053999900817871, 11.666999816894531, 12.192999839782715, 12.656000137329102, 13.083000183105469, 13.47599983215332, 13.845999717712402, 14.196000099182129, 14.529999732971191, 14.88700008392334, 15.192999839782715, 15.517000198364258, 15.864999771118164, 16.20800018310547, 16.57900047302246, 16.972000122070312, 17.410999298095703, 17.898000717163086, 18.43400001525879, 19.069000244140625, 19.81800079345703, 20.81599998474121, 22.285999298095703, 24.722000122070312, 29.25 ] }, "rope_theta": 10000.0, "norm_eps": 9.999999747378752e-06, "qk_eps": 9.999999974752427e-07, "loss_softcap": 15.0, "gdn_period": 4, "silence_frame": [ 1918, 746, 3544, 234, 1267, 2914, 3944, 2849, 326, 1337 ], "text_tokenizer_spec": { "kind": "superbpe", "path": "tokenizer.json", "sha256": "90322f910600027dee7fe63d400d1d9dc1035c167d560aadf0871e3661d08bf3", "vocab_size": 8192, "offset": 4, "bos": 2, "eos": 3, "_original_path": "/data/groups/audio/gabriel/bingua2-gdn-fullattnres-sbpe8k-rawclone-moealpha025-x15-e64-6node-100k-20261006/tokenizers/superbpe8192.json" }, "tag_cfg_trained": false, "audio_codec": "opus_dual_3n_600k_sched600k_r4096_step600000", "speaker_embedding_codec": "ownmect_s2", "speaker_reference_prefix_enabled": true, "speaker_reference_max_seconds": 60.0 }, "tensors": { "audio_embd.0.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.1.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.2.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.3.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.4.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.5.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.6.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.7.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.8.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "audio_embd.9.weight": { "shape": [ 4098, 1024 ], "matrix": false, "dtype": "float32" }, "text_embd.weight": { "shape": [ 8197, 1024 ], "matrix": false, "dtype": "float32" }, "output_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "output.weight": { "shape": [ 40980, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "attnres_q.weight": { "shape": [ 23, 1024 ], "matrix": false, "dtype": "float32" }, "speaker_proj.weight": { "shape": [ 1024, 192 ], "matrix": true, "dtype": "float16", "bits": null }, "speaker_proj.bias": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "cond_embd.0.weight": { "shape": [ 11, 1024 ], "matrix": false, "dtype": "float32" }, "cond_embd.1.weight": { "shape": [ 11, 1024 ], "matrix": false, "dtype": "float32" }, "cond_embd.2.weight": { "shape": [ 31, 1024 ], "matrix": false, "dtype": "float32" }, "blk.0.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.0.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.0.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.0.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.0.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.0.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.0.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.0.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.0.ffn_up.weight": { "shape": [ 2048, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.0.ffn_gate.weight": { "shape": [ 2048, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.0.ffn_down.weight": { "shape": [ 1024, 2048 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.1.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.1.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.1.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.1.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.1.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.1.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.1.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.1.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.1.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.1.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.1.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.1.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.1.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.1.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.1.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.1.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.2.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.2.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.2.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.2.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.2.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.2.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.2.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.2.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.2.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.2.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.2.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.2.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.2.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.2.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.2.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.2.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.3.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.3.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.3.attn_q.weight": { "shape": [ 512, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.3.attn_k.weight": { "shape": [ 128, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.3.attn_v.weight": { "shape": [ 128, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.3.attn_temp": { "shape": [ 16 ], "matrix": false, "dtype": "float32" }, "blk.3.attn_gate.weight": { "shape": [ 16, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.3.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.3.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.3.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.3.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.3.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.3.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.3.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.3.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.3.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.4.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.4.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.4.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.4.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.4.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.4.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.4.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.4.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.4.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.4.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.4.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.4.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.4.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.4.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.4.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.4.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.5.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.5.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.5.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.5.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.5.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.5.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.5.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.5.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.5.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.5.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.5.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.5.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.5.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.5.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.5.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.5.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.6.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.6.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.6.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.6.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.6.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.6.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.6.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.6.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.6.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.6.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.6.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.6.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.6.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.6.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.6.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.6.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.7.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.7.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.7.attn_q.weight": { "shape": [ 512, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.7.attn_k.weight": { "shape": [ 128, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.7.attn_v.weight": { "shape": [ 128, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.7.attn_temp": { "shape": [ 16 ], "matrix": false, "dtype": "float32" }, "blk.7.attn_gate.weight": { "shape": [ 16, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.7.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.7.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.7.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.7.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.7.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.7.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.7.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.7.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.7.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.8.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.8.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.8.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.8.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.8.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.8.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.8.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.8.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.8.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.8.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.8.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.8.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.8.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.8.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.8.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.8.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.9.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.9.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.9.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.9.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.9.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.9.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.9.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.9.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.9.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.9.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.9.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.9.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.9.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.9.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.9.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.9.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" }, "blk.10.attn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.10.ffn_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.10.gdn_in.weight": { "shape": [ 2056, 1024 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.10.gdn_norm.weight": { "shape": [ 128 ], "matrix": false, "dtype": "float32" }, "blk.10.gdn_A_log": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.10.gdn_dt_bias": { "shape": [ 4 ], "matrix": false, "dtype": "float32" }, "blk.10.gdn_conv.weight": { "shape": [ 1536, 4 ], "matrix": false, "dtype": "float32" }, "blk.10.attn_output.weight": { "shape": [ 1024, 512 ], "matrix": true, "dtype": "uint32", "bits": 8 }, "blk.10.ffn_gate_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.10.ffn_up_exps.weight": { "shape": [ 64, 1536, 256 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.10.ffn_down_exps.weight": { "shape": [ 64, 256, 1536 ], "matrix": true, "dtype": "uint32", "bits": 4 }, "blk.10.ffn_latent_down.weight": { "shape": [ 256, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.10.ffn_latent_up.weight": { "shape": [ 1024, 256 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.10.router.weight": { "shape": [ 64, 1024 ], "matrix": true, "dtype": "float16", "bits": null }, "blk.10.router_norm.weight": { "shape": [ 1024 ], "matrix": false, "dtype": "float32" }, "blk.10.router_bias": { "shape": [ 64 ], "matrix": false, "dtype": "float32" } } }